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ThirdEye AI - See the bugs before they ship.
Problem & Solution Statement Software developers frequently spend considerable time reviewing code changes, identifying potential security vulnerabilities, understanding bugs, and preparing test cases. Manual code reviews can be time-consuming, and issues may go unnoticed when development teams work under tight deadlines. Review findings, suggested corrections, and test preparation are often handled across separate tools, making it difficult to maintain a structured workflow. ThirdEye AI addresses this challenge by providing a centralized platform for code review, findings management, and test generation support. Developers can select a project, submit code changes, and review the resulting analysis through an interactive dashboard. Findings are organized by severity and category, with descriptions and suggested corrections to help developers understand and address potential issues. The platform also supports generating test stubs based on identified findings, helping developers prepare tests for scenarios that require attention. ThirdEye AI incorporates IBM Bob 2.0 into its development and workflow. IBM Bob assisted our team with implementation, debugging, API development, and integration. We also developed an MCP-based integration to expose supported ThirdEye functionality to Bob, allowing it to interact with project information, reviews, findings, and test generation workflows through available tools. Our solution focuses on making code review more accessible, structured, and actionable. By bringing analysis, findings, and test preparation together, ThirdEye AI aims to help developers identify potential problems earlier in the development process and improve the consistency of their review workflows. ThirdEye AI is designed for individual developers, student teams, and software development teams seeking a more organized approach to reviewing code and preparing tests.
27 Sep 2026
